The construction industry has adapted information technology in its processes in terms of computer aided design and drafting, construction documentation and\ud maintenance. The data generated within the construction industry has become increasingly overwhelming. Data mining is a sophisticated data search capability that uses classification algorithms to discover patterns and correlations within a large volume of data. This paper presents the selection and application of data mining\ud techniques on maintenance data of buildings. The results of applying such techniques and potential benefits of utilising their results to identify useful patterns of\ud knowledge and correlations to support decision making of improving the management of buildi...
Buildings are becoming not only energy-intensive, but also information-intensive. Today's building a...
Abstract The productivity improvement of the construction sector has fallen behind other industries...
The data inherent in building automation systems, computerized maintenance management systems, secur...
The construction industry has adapted information technology in its processes in terms of computer a...
The building life cycle process is complex and prone to fragmentation as it moves through its variou...
The construction industry has adapted information technology in its processes in terms of computer a...
Experience plays an important role in building management. “How often will this asset need repair?” ...
Nowadays, vast amounts of data on building operation and management have been collected and stored. ...
AbstractThe rapidly growing and gigantic body of stored data in the building field, coupled with the...
End users’ maintenance requests gathered from computerized maintenance management systems (CMMS) con...
Energy consumption data, in particular those involving public buildings, are impacted by many factor...
The ability to accurately predict the lifetime of building components is crucial to optimizing build...
Experience plays an important role in building management. “How often will this asset need repair?” ...
This study has the purpose to development of life cycle CO��� assessment system using data mining fo...
This project is an extension of a previous CRC project (220-059-B) which developed\ud a program for ...
Buildings are becoming not only energy-intensive, but also information-intensive. Today's building a...
Abstract The productivity improvement of the construction sector has fallen behind other industries...
The data inherent in building automation systems, computerized maintenance management systems, secur...
The construction industry has adapted information technology in its processes in terms of computer a...
The building life cycle process is complex and prone to fragmentation as it moves through its variou...
The construction industry has adapted information technology in its processes in terms of computer a...
Experience plays an important role in building management. “How often will this asset need repair?” ...
Nowadays, vast amounts of data on building operation and management have been collected and stored. ...
AbstractThe rapidly growing and gigantic body of stored data in the building field, coupled with the...
End users’ maintenance requests gathered from computerized maintenance management systems (CMMS) con...
Energy consumption data, in particular those involving public buildings, are impacted by many factor...
The ability to accurately predict the lifetime of building components is crucial to optimizing build...
Experience plays an important role in building management. “How often will this asset need repair?” ...
This study has the purpose to development of life cycle CO��� assessment system using data mining fo...
This project is an extension of a previous CRC project (220-059-B) which developed\ud a program for ...
Buildings are becoming not only energy-intensive, but also information-intensive. Today's building a...
Abstract The productivity improvement of the construction sector has fallen behind other industries...
The data inherent in building automation systems, computerized maintenance management systems, secur...